"More coffee?" Mrs. Petrovich offered, her voice unusually subdued. Arthur swallowed hard, looking away from the rising fence. He knew it was the right thing, to allow Mr. Davis his privacy, after all the recent break-ins. Still, the thought of the children next door, unable to easily access his backyard, pricked at him.

He felt a distinct unease, like a stone lodged in his gut. He hadn't spoken up, even when he could have. He knew the fence would keep the bad guys out, but the warmth of shared laughter, the games of tag, would be gone now.

He felt a need to do *something*. He offered to trim Mr. Davis's hedges and kept staring intently at the ground.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264